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An Exponential Autoregressive Time Series Model for Complex Data

An Exponential Autoregressive Time Series Model for Complex Data

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_90f6242b6568431aa37a7a46d75e5db4

An Exponential Autoregressive Time Series Model for Complex Data

About this item

Full title

An Exponential Autoregressive Time Series Model for Complex Data

Publisher

Basel: MDPI AG

Journal title

Mathematics (Basel), 2023-10, Vol.11 (19), p.4022

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

In this paper, an exponential autoregressive model for complex time series data is presented. As for estimating the parameters of this nonlinear model, a three-step procedure based on quantile methods is proposed. This quantile-based estimation technique has the benefit of being more robust compared to least/absolute squares. The performance of the...

Alternative Titles

Full title

An Exponential Autoregressive Time Series Model for Complex Data

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_90f6242b6568431aa37a7a46d75e5db4

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_90f6242b6568431aa37a7a46d75e5db4

Other Identifiers

ISSN

2227-7390

E-ISSN

2227-7390

DOI

10.3390/math11194022

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